Vlad Sokolovskii

AI engineer building production software with AI

All projects

Product project

Parrot Semantic Search

Semantic search for Parrot's LegalTech product: meaning-based discovery across transcripts, case materials, and exhibit images.

Parrot interface showing semantic search results for the query medication.

About the project

Parrot helps legal teams work with remote depositions, transcripts, and case materials. In that environment keyword search is fragile because users often remember the meaning of a passage, not the exact words used in it.

Semantic Search added related-meaning retrieval instead of exact phrase matching only. A query like medication can surface relevant mentions of drugs, procedures, and related terms across transcripts and case documents.

The feature also covered images and photos from exhibits. Users could describe what they were looking for and retrieve relevant visual materials, such as x-rays or injury-related exhibits.

The public launch positioned Semantic Search as part of Parrot's AI layer alongside transcript summaries, making large legal records faster to navigate and review.

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